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Proofora is a blockchain-based identity and authentication protocol designed to securely verify individuals and their authorized devices through biometric liveness verification, cryptographic identity commitments, challenge-response authentication, and blockchain-backed credentials. It prioritizes privacy by keeping sensitive biometric data under user-controlled custody while providing verifiable proof of identity and trusted device connections. https://roxanneardary.com/proofora/

Umbrix is a commercial-grade, open-source VPN designed for full network obfuscation, multi-node chaining, and AI-assisted adaptive privacy. It masks everything from IP and location to device telemetry, provides cross-platform support, and includes advanced features like multi-hop routing, stealth traffic transforms, decentralized node management, and post-quantum-ready cryptography. Built for maximum anonymity, Umbrix ensures your online activity remains invisible, secure, and untraceable. https://roxanneardary.com/umbrix/

Sovereign is an AI specification for analyzing dependency-based systems and designing independently implementable alternatives. It prioritizes human autonomy, ownership, portability, reproducibility, economic participation, federation, resilience, and the ability to operate, migrate, replace, and sustain systems without unnecessary vendor lock-in. https://roxanneardary.com/sovereign/

Beverage Cultures is a global open source specification for beverage knowledge, education, and invention. It brings bartending, mixology, barista skills, coffee, tea, cocktails, mocktails, zero proof beverages, beverage science, hospitality, cultural preservation, AI-assisted learning, and AI-assisted beverage creation into a modular, interoperable framework designed for learners, professionals, educators, researchers, and beverage creators. https://roxanneardary.com/beverage-cultures/

PurposeHarness is a universal, modular AI harness constructor that transforms natural-language requirements into adaptable, purpose-built harnesses for any industry, workflow, or environment, with integrated legal, governance, consent, security, and human-in-the-loop controls. https://roxanneardary.com/purposeharness/

Open Arsenal provides open, self-hosted software specifications designed for deployment across private and public networks. Built for portability, interoperability, and transparency, each specification gives organizations the freedom to implement and customize solutions without vendor lock-in while remaining free to use under the AGPL-3.0+ license with required attribution. Specification Branding Licenses available upon request. https://roxanneardary.com/open-source-projects/

BankDividend is an open source AI specification designed to help consumers find, compare, verify, and rank banking accounts based on actual financial benefit. It calculates interest, dividends, cashback, bonuses, and fees while prioritizing FDIC and NCUA-insured institutions and clearly flagging uninsured products and costly account requirements. https://roxanneardary.com/bankdividend/

MeshUnion is a modular communications and archival infrastructure designed to connect individuals, businesses, organizations, and independently operated nodes through optional federation. It combines end-to-end encryption, participant-controlled keys, searchable communication history, independent storage, AI assistance, and portable archives while allowing each host to maintain control over its own users, policies, data, and network relationships. https://roxanneardary.com/meshunion/

Econexus is an AI-driven modular incentive economy engine that transforms traditional pay-to-play systems into contribution-based ecosystems. It analyzes games and digital platforms, then redesigns their economic structures so that participation, engagement, and meaningful contributions are directly rewarded through configurable modules such as bounties, marketplaces, sponsor funding, and dynamic revenue sharing. https://roxanneardary.com/econexus/

LoyalCredit is an open source, relationship-based credit specification that rewards reliable repayment with progressively greater access to capital. Through its Credit Trust Ladder, borrowers can move from secured lending toward unsecured credit by demonstrating consistent payment performance, while late payments reduce trust and default permanently ends the lending relationship with that business. https://roxanneardary.com/loyalcredit/

NexusGrid is a modular, provider-neutral connectivity specification that gives users, devices, vehicles, and edge AI systems the freedom to connect to the best available network based on location, availability, performance, cost, security, and user-defined preferences. It supports dynamic switching across Wi-Fi, cellular, satellite, mesh, and other connectivity technologies while reducing vendor and provider lock-in. https://roxanneardary.com/nexusgrid/

DealSignal is an AI-driven real estate investment specification designed to help investors identify, evaluate, and prioritize property flipping opportunities. It combines property analysis, market signals, cost estimates, profit projections, and investment criteria to support faster, more informed acquisition and renovation decisions. https://roxanneardary.com/dealsignal/

CapitalScope is an open source specification for structured venture financing that combines AI-assisted business evaluation, market demand analysis, emerging technology forecasting, predictive modeling, risk scoring, and cost analysis. It provides Venture Capitalists with a deterministic framework for evaluating and financing Enterprise Creators through transparent lending rules, fixed 4% interest, predictable repayment, and principal-linked interest elimination. https://roxanneardary.com/capitalscope/

LivingTrust Standard is an open source specification for independently established living trusts built around stable income, capital preservation, predictable distributions, standardized cost-of-living support, deterministic beneficiary succession, and generational continuity. https://roxanneardary.com/livingtrust-standard/

Explorer Capital is a deterministic financing specification designed for participants in an approved World Expedition Program curriculum. It provides up to $120,000 in financing with a two-year interest-free delay, followed by six years of equal principal and interest payments. Standard amortization is used to establish total interest, which is then distributed equally across payments, while prepayments shorten the repayment period and eliminate associated future interest. https://roxanneardary.com/explorer-capital/

CharityLens is an AGPL-3.0+ open-source AI system designed to help individuals and organizations plan, validate, and execute charitable fundraising campaigns with transparency and structure. It combines campaign strategy, trust verification, legal compliance, digital PR, donation optimization, and impact tracking into a unified operating layer for modern philanthropy. https://roxanneardary.com/charitylens/

Lexora is an open-source AI that analyzes repositories across GitHub, GitLab, and Codeberg, providing summaries, metrics, visualizations, and predictive insights so you can know your code before you build. https://roxanneardary.com/lexora/

Distributed Manufacturing Infrastructure is an open-source specification for transforming traditional manufacturing plants into shared, rentable industrial facilities. It combines AI-assisted facility conversion, manufacturing and engineering resources, equipment rental, advanced scheduling, financial management, quality control, intellectual property protection, shipping and fulfillment, and facility management to make manufacturing capacity more accessible without requiring businesses to own an entire factory. https://roxanneardary.com/distributed-manufacturing-infrastructure/

The Better Path is an open source AI specification that connects the Stations of the Cross with the Hero's Journey to help people reflect on challenges, awaken new possibilities, and choose a meaningful path forward. It transforms reflection into growth, mission, and action while encouraging win/win outcomes that support both individual progress and the advancement of society. https://roxanneardary.com/the-better-path/

CampGrid is a modular campground management specification designed to connect every aspect of campground operations, from sites, reservations, rentals, and private ownership to maintenance, utilities, shared community services, accounting, tax reporting, and financial optimization. It provides a unified framework for understanding and managing the campground from the physical infrastructure to the complete financial picture. https://roxanneardary.com/campgrid/